beginnerCertificate$249/mo
AI Programming with Python Nanodegree
by Udacity Team · Udacity
4.5(5,200 reviews)
80K+ enrolled3 monthsUpdated 2024-08
What You'll Learn
Understand the fundamentals and key concepts of Python
Apply Python techniques to solve real-world problems
Understand the fundamentals and key concepts of PyTorch
Apply PyTorch techniques to solve real-world problems
Understand the fundamentals and key concepts of neural networks
Apply neural networks techniques to solve real-world problems
About This Course
Learn Python, NumPy, Pandas, Matplotlib, and build a neural network image classifier using PyTorch from scratch.
Curriculum
Module 1: Python & PyTorch6 lessons
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
- Introduction to PyTorch
- PyTorch in Practice
- Hands-on Exercise: PyTorch
Module 2: Neural networks & Image classification6 lessons
- Introduction to neural networks
- Neural networks in Practice
- Hands-on Exercise: Neural networks
- Introduction to image classification
- Image classification in Practice
- Hands-on Exercise: Image classification
Module 3: NumPy3 lessons
- Introduction to NumPy
- NumPy in Practice
- Hands-on Exercise: NumPy
Instructor
Udacity Team
Instructor at Udacity
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Udacity Team
- Well-structured curriculum
Cons
- Requires paid subscription
- May be too basic for experienced practitioners
- Self-paced requires discipline
$249/mo
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